Run
7436

Run 7436

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K2
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.7392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3926
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9699
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.4765[566.8640103967047924.1991333769041482.14720472367435910.85475360997441758.3172656914378]